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  2. PHYSICAL REVIEW B 90, 184302 (2014) Extracting semiconductor band ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/MonserratConduitNeeds14.pdf
    24 Aug 2020: To determinethe most appropriate order for the phonon dispersion method,the reduced-χ 2 test may be used. ... 47]) 0.36. obtained by the phonon dispersion method, as also observedin our tests reported in Fig.
  3. PHYSICAL REVIEW B 87, 184414 (2013) Quantum Monte Carlo ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Conduit13i.pdf
    24 Aug 2020: Tests revealed that thetime-step error had entered the linear regime at τ < 0.01 (at aWigner-Seitz radius rs = 1). ... To gauge the scale of the finite-size error we ran tests on aparamagnetic system with the screened Coulomb interaction.
  4. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ShellTalk2017.pdf
    24 Aug 2020: Proposed theory. Test the yield stress. RR1000. Proposed theory. Test the yield stress. ... RR1000. Proposed theoryProposed experiment. Test the oxidation resistance. RR1000. Proposed theoryProposed experiment.
  5. PHYSICAL REVIEW B 92, 075106 (2015) Pseudopotential for the ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LloydWilliamsNeedsConduit15.pdf
    24 Aug 2020: Finally, we test the pseudopotential on twoinhomogeneous systems: the isolated lithium and berylliumatoms. ... With the pseudopotential providing phase shifts with anerror of only 104, we are well-positioned to test its.
  6. Machine learning can struggle to make accurate predictions when ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SegallIrwinWhiteheadMahmoudShieldsTurnerElliottMarcuPariniChampnessConduit20.pdf
    12 Nov 2020: This shows that deep learning imputation models achieved the most accurate predictions on the full test set. ... Figure 3: Results on an independent test for a project-related heterogeneous data set, including biochemical activities (A bio.
  7. PHYSICAL REVIEW A 93, 022706 (2016) Pseudopotentials for an ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/WhiteheadConduit16.pdf
    24 Aug 2020: Havingproposed the pseudopotential, in Sec. IV we test it on asecond two-body system: two particles in a parabolic trap.In Sec. ... In each test, shown inFigs. 3(b), 4, and 8, the UTP method has given more accurateresults.
  8. Tail-regression estimator for heavy-tailed distributions of known…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LopezRiosConduit19.pdf
    24 Aug 2020: In our tests we tryseveral thresholds and converge the fit with respect to theexpansion order at each of them. ... A. Energy of the homogeneous electron gas. The homogeneous electron gas is an ideal test bed formethodological developments in QMC.
  9. Diffusion Monte Carlo study of a spin-imbalanced two-dimensional…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/FooConduit19.pdf
    24 Aug 2020: This test statistic showsthat the DMC results obtained are 27 times better described byan underlying (N, N ) = (3, 1) communal state and 38 timesbetter described by an underlying (N, N ) = (2, ... The test statistics obtained repeats the conclusionthat
  10. PHYSICAL REVIEW A 90, 033626 (2014) High-fidelity pseudopotentials…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/BugnionLopezRiosNeedsConduit14.pdf
    24 Aug 2020: III,we test the accuracy of the proposed formalism using theexactly soluble system of two trapped atoms. ... We test the robustness of the UTP construction by generat-ing two additional variants of the formalism.
  11. Probabilistic design of a molybdenum-base alloy using a neural ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitJonesStoneConduit17ii.pdf
    24 Aug 2020: This case study not only serves as an indepen-dent test of the alloy design approach, but moreover leadsto an alloy with properties that exceed those of other, com-mercially available
  12. PHYSICAL REVIEW B 94, 035157 (2016) Jastrow correlation factor ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/WhiteheadMichaelConduit16.pdf
    24 Aug 2020: III. HOMOGENEOUS ELECTRON GAS. For the first test of our Jastrow factor we examine thehomogeneous electron gas (HEG). ... We now go on to test the ν Jastrow factorin an inhomogeneous periodic system, for which we take theexample of crystalline beryllium.
  13. PHYSICAL REVIEW B 84, 064513 (2011) First-principles calculation of…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitMeir11i.pdf
    24 Aug 2020: Having developed the new formulafor the current and accompanying computational tool, it isimperative to carefully test it against a series of knownresults. ... To test the effects of such decoherence due tomany-body interactions, we introduce into the
  14. Grain growth behaviour during near-γ’ solvus thermal exposures in ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/CollinsConduit13.pdf
    24 Aug 2020: It therefore appears from this evidence that ther/φ value associated with the carbides remains approximatelyconstant for the test durations and temperature ranges examinedduring this investigation, consistent with the invariability of
  15. PHYSICAL REVIEW A 93, 042702 (2016) Pseudopotential for the ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Whitehead16.pdf
    24 Aug 2020: To test the pseu-dopotentials we turn to the experimentally realizable [38,39]system of two distinguishable fermions in a circular harmonictrapping potential 14 ω. ... 2r 2 of frequency ω. This system also hasthe advantage of being analytically soluble,
  16. Machine learning to predict mesenchymal stem cell efficacy for…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LiuLuOhConduit20.pdf
    11 Nov 2020: the most confident predictions. The coefficient of determination (R2) of our machine learning model in predicting MSCtherapy outcome was 0.637 0.005 in cross-validation test. ... work. A correlation test is performed between all properties to make sure
  17. Diffusion Monte Carlo study of a valley-degenerate electron gas ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitHaynes08.pdf
    24 Aug 2020: controllable variation in electron density, so theyshould provide a good test of the gradient expansion.
  18. Design of a nickel-base superalloy using a neural network ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitJonesStoneConduit17.pdf
    24 Aug 2020: This case study not only serves as anindependent test of the alloy design approach, but more-over leads to a potentially commercially viable alloy.
  19. Absence of diagonal force constants in cubic Coulomb crystals

    www.tcm.phy.cam.ac.uk/~gjc29/papers/AndrewsConduit20.pdf
    23 Dec 2020: Online version in colour.). Having found that the cubic crystal stability test can be inconclusive at second order, weturn to a higher order expansion.
  20. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BenevolentAITalk2017.pdf
    24 Aug 2020: Proposed theory. Test the yield stress. RR1000. Proposed theory. Test the yield stress. ... RR1000. Proposed theoryProposed experiment. Test the oxidation resistance. RR1000. Proposed theoryProposed experiment.
  21. Predicting the Current and Future State of Batteries usingData-Driven …

    www.tcm.phy.cam.ac.uk/~gjc29/papers/NgZhaoYanConduitSeh20.pdf
    24 Aug 2020: lifetime’ group, with 4.9% test error.

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